Feature | Type | Reference Distribution | Current Distribution | Data Drift | Stat Test | Drift Score | |
|---|---|---|---|---|---|---|---|
| price_log | num | Not Detected | Wasserstein distance (normed) | 0.0916 | |||
| prediction | num | Not Detected | Wasserstein distance (normed) | 0.098652 | |||
| yr_built | num | Detected | Wasserstein distance (normed) | 0.440225 | |||
| bathrooms | num | Detected | Wasserstein distance (normed) | 0.240285 | |||
| sqft_above | num | Detected | Wasserstein distance (normed) | 0.170193 | |||
| sqft_living | num | Detected | Wasserstein distance (normed) | 0.111013 | |||
| sqft_basement | num | Not Detected | Wasserstein distance (normed) | 0.084335 | |||
| grade | cat | Not Detected | Jensen-Shannon distance | 0.077447 | |||
| sqft_living15 | num | Not Detected | Wasserstein distance (normed) | 0.066832 | |||
| bedrooms | num | Not Detected | Wasserstein distance (normed) | 0.04747 |